Social Network Analysis - Amber Heard Case - YouTube

Table of Contents

Introduction

YouTube - Social Network Analysis on Amber Heard's Case

https://stackoverflow.com/questions/24719368/syntaxerror-non-default-argument-follows-default-argument/39942121

Column Definition
etag Record (entity tag); Unique for each record
tl_etag Top Level Comment eTag
tl_id Top Level Comment ID
tl_video_id Top Level Comment Video ID
tl_text Top Level Comment Text
tl_author_display_name Top Level Comment Display name Not Unique
tl_author_channed_id Top Level Comment Channel ID Unique for each Author
tl_n_likes Top Level Comment Number of Likes
tl_comment_puplish_dtime Top Level Comment Number Publish Date Time
tl_comment_update_time Top Level Comment Number Update Date Time
n_replies Number of Replies of each record
replies.comments UNDER INVESTIGATIONS
tl_moderation_status Top Level Comment Moderation Status (Classified Spam or Not)

Exploratory Data Analysis





Primarly Text Investigations

Exploring Threat Comments

KYS (kill yourself)

Kill Heard

Kill Amber

Kill Her

Deathto

#deathtoamber

has anyone seen that black mirror episode where there are the robot bees and the #deathto yeah well i would gladly say #deathto amber heard even if it means i would die the same way

death to fascists (amber heard included)

death to mera!!!

death to all narcissistic psychopaths she is a real psycho just take a look at her empty sight god bless johnny depp

yes! social death to anybody not supporting johnny

professional death to a turd

death to femnazis

i know im not the only that wishes death to those people on those amber alerts man f that baby! stop sending me messages!

amber should never been born that witch thinks she can take johnny down then she is really insane that dirty witch needs to just go die somewhere!!!

the 27k who liked can literally go die in a fire with heard

she was the reason i wanted to kill the half population of world like her don't blame me

Kiss Of Death

Hell & Burn

All Threat


A Heat Map for the Threat Comments

Death Comments Peak Dates

This comment got 478 likes

Most Repeated Threat Comments

Text == "go to hell" --> 27

All text containing "go to hell"